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Engram

Provides persistent memory for AI agents via a knowledge graph, semantic recall, automatic consolidation, and shared team knowledge.

Engram is a memory server that provides AI coding agents with persistent memory, solving the problem of agents lacking context about team decisions and preferences. It targets developers and engineering teams using AI agents like Claude Code and Cursor, from individual developers to large enterprises. It is positioned as an MCP-integrated, open-source tool with a knowledge graph and automatic consolidation, offering a free tier for personal use.

Key features

  • Knowledge graph with typed edges
  • LLM-powered consolidation (sleep cycles)
  • Spreading activation recall
  • Entity tracking
  • Contradiction detection
  • Memory decay
  • Shared knowledge across agents
  • MCP integration with 10 tools
  • TypeScript SDK
  • Automatic entity extraction
  • No social media activity within the last 30 days
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  • Engineering teams
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